Volume 9 | Issue 3 |

 Abstract

Visual question answering (VQA) is a multi-disciplinary task. The main aim of VQA system is to provide natural language answer to an open-ended question about a given image. This task involves both image understanding and natural language processing. In order to provide answer to the question, VQA system performs image classification, object detection and reasoning over the image. In most of the works, feature extraction of the image and the question is done in order to provide appropriate results. Convolution neural network (CNN) and Recurrent Neural Network (RNN) are utilized in a VQA system. This paper provides a brief survey of various research carried out so far in this field. This paper also discusses the existing datasets, feature extraction methodologies and evaluation metrics used in this system.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Visual Question Answering, Convolutional Neural Network, Recurrent Neural Network, Image classification, Feature Extraction

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Beta-lactamase; biofilm; coagulase negative Staphylococcus; Staphylococcus aureus.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

BACKGROUND: Insomnia is one of the most common psychosomatic diseases that often disturb family routine, lifestyle and lead to negative health consequences. The intensity of sleep disturbance is increased during COVID19 lockdown. AIMS: To evaluate the effectiveness of tele-yoga therapy on functional impairment and sleep quality in patient with insomnia. MATERIALS AND METHODS: A 30 year old female pursuing PhD along with taking care of family including a son aged 7 year, was referred by a psychiatrist for yoga therapy. Tele-yoga therapy included yogic counseling, diet modifications, herbal medicine, asana and pranayama; tele-yoga therapy session for 1 hour per day, 2 days per week for 3 months were given while 2 times per day for daily at home was advised. Insomnia severity index (ISI) was assessed as well as self-reported blood pressure by the patient before and after intervention. RESULTS: Assessment of pre-intervention ISI score was 21, indicating clinical insomnia, with moderate severity and self-recorded blood pressure (BP) 143/84 on average of three days before intervention using digital BP apparatus. Post ISI score 14 and BP 128/80 on average of latest three days after 3 months of tele-yoga therapy. The difference of ISI score showed improvement in clinical insomnia to sub-threshold and reduced systolic BP by 15 mmHg. CONCLUSION: Findings support the reliability of tele-yoga therapy in insomnia. The patient reported experience of calmness of mind and mental peace. This report showed good concordance with measures of daytime function, as well as improved sleep quality and duration.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Psychosomatic diseases, Herbal medicine, Jnana yoga, Psychotherapy

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Herpes is caused by reactivation of varicella virus and is characterized by grouped papules, which later become vesicular and pustule over time and is associated with intense pain. We are presenting a 56 years old female with features of facial cellulitis not responding to systemic antibiotics. A good clinical response was seen with oral acyclovir.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Herpes zoster, cellulitis

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Manju Kapur, New Woman of Manju Kapur, Difficult Daughters and Dissent.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Phytochemicals are naturally occurring in the medicinal plants leaves, stem bark, fruits and roots that have defense mechanism and protect us from various diseases. A medicinal plant is any plant which, in one or more of its organs, contains substances that can be used for therapeutic purposes, or which are precursors for chemo-pharmaceutical semi synthesis. Such a plant will have its parts including leaves, roots, rhizomes, stems, barks, flowers, fruits, grains or seeds, employed in the control or treatment of a disease condition and therefore contains chemical components that are medically active. They synthesis large variety of chemical substances known as secondary metabolites which include alkaloids, steroids, flavonoids, terpenoids, glycoside, saponia, tannins, phenolic compounds etc. the active principle of many drugs found in plants are secondary metabolites. The objective of the present study was to screen and quantify the phytochemicals present in various proportions of skin, pulp and seeds cabinet dried fruits such as Tomato, Pink Guava, Grapes and Watermelon. Preliminary qualitative phytochemical analysis was carried out by the standard procedures to identify the secondary metabolites like alkaloids, flavonoids, phenol, saponin, tannin, terpenoids, quinons, phlobatannin and steroids. Quantitative phytochemical test such as Alkaloids, Flavonoids and Total Phenol were also done. Tests were in triplicates and the results were interpreted in tables. It can be concluded that the cabinet dried pink guava pulp followed by watermelon pulp, grapes seed and tomato skin has the abundant quality of photochemical.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Phytochemical, Chemo-pharmaceutical, Secondary metabolites

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Moving Average (MA) and Relative Strength Index (RSI) are very popular indicators among traders or stock investors, with indicators of impairment they just follow their feelings which usually give losses as the result. If you could analyze it before transactions, then it might bring different results. There are two important analyzing tools, namely fundamental analysis for investors, and technical analysis for traders. To sum up, there are many financial instruments that exist in INDIA.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Technical and Fundamental analysis, VWAP, Trade setup

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key digital divide, Information and communication technology, internet exclusion, pandemic

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Segmentation,Plant disease detection,Weed detection,Otsu's Classifier,Feature Extraction.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

RMSA is a National Mission for Secondary Education. The main aim is to provide secondary education in primary schools of India. It focuses to provide condition for efficient growth, development and equity for all students. The main objectives of RMSA include improvement of quality of secondary education and to increase the total enrolment rate. RMSA ensures Universal education for all children between the years of 15 and 16.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

RMSA Project Monitoring System Information and Communication Technology Quality Improvement

  License

Creative Commons Attribution 4.0 and The Open Definition